Capabilities of near infrared spectroscopy for the determination of petroleum macromolecule content in aromatic solutions

被引:66
作者
Balabin, Roman M. [1 ]
Safieva, Ravilya Z. [1 ]
机构
[1] Gubkin Russian State Univ Oil & Gas, Moscow 119991, Russia
关键词
petroleum (crude oil); macromolecules; NIR; polymers; partial least squares (PLS) regression;
D O I
10.1255/jnirs.749
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
In this paper the application of near infrared (NIR) spectroscopy for the determination of petroleum macromolecules content in model systems is reported. Eighty (80) solutions of three main types of oil macromolecules (asphaltenes, resins, and paraffins) in toluene were studied. NIR spectra within the range 8,000-14,000 cm(-1) were used to construct calibration models using the partial least squares method. The low prediction error of the models (0.43,0.79 and 0.39% w/w for asphaltenes, resins and paraffins, respectively) indicate that NIR spectroscopy can be applied to analyse the petroleum macromolecule content in natural systems (crude oil and its refined products).
引用
收藏
页码:343 / 349
页数:7
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